Fold 1 - Understanding why coefficient 13452 was selected
Tag: NEWBORNS
Selected Coefficient: 13452
Taxonomy Path: 22.12.2
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 13452 | 1.000000 | 22.12.2 | 2.12.22 (2*79^2 + 12*79 + 22) | Yes | |
| 5786854156 | 1.000000 | 34.69.8.45.69.1 | 1.69.45.8.69.34 (3077056399 + 69*79^4 + 45*79^3 + 8*79^2 + 69*79 + 34) | No |
These are the training products that have the "NEWBORNS" tag (processing sequence 2169). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 5786854156 | ORGANIC, ROSE, BABIES, BODY OIL, CRADLE CAP, GENTLE, NAPPY RASH | 5786840704 | NOURISHING, SKIN INFECTION | ||
| 3082 | Absolute Essential Calm Birth (Organic) | 13452 | ORGANIC, BATHROOM, GENTLE, MOTHERS | 0 | none |